A rule-based system for cross-lingual parsing of Romance languages with Universal Dependencies

TítuloA rule-based system for cross-lingual parsing of Romance languages with Universal Dependencies
AutoresMarcos Garcia, Pablo Gamallo
TipoPoster para congreso
Fonte Conference on Computational Natural Language Learning (CoNLL-2017) at ACL 2017,, Vancouver (Canada), Association of Computational Linguistics (ACL), pp. 274-282 , 2017.
ISBN978-1-945626-54-8
AbstractThis article describes MetaRomance, a rule-based cross-lingual parser for Romance languages submitted to CoNLL 2017 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies. The system is an almost delexicalized parser which does not need training data to analyze Romance languages. It contains linguistically motivated rules based on PoS-tag patterns. The rules included in MetaRomance were developed in about 12 hours by one expert with no prior knowledge in Universal Dependencies, and can be easily extended using a transparent formalism. In this paper we compare the performance of MetaRomance with other supervised systems participating in the competition, paying special attention to the parsing of different treebanks of the same language. We also compare our system with a delexicalized parser for Romance languages, and take advantage of the harmonized annotation of Universal Dependencies to propose a language ranking based on the syntactic distance each variety has from Romance languages.
Palabras chavedependency parsing, rule-based parsing, multilingual parsing, natural language processing